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Position: Behavioral Systems Require Behavioral Tests

BACKGROUND
1 SIGNALFIRST DETECTED 20 August 2026
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8 Apr
Beyond Behavior: Why AI Evaluation Needs a Cognitive Revolution

arXiv:2604.05631v1 Announce Type: new Abstract: In 1950, Alan Turing proposed replacing the question "Can machines think?" with a behavioral test: if a machine's outputs are

REPORT · WHAT · ArXiv CS.AIOPEN STORY
3 Aug
Beyond Component Testing: Validating Agentic AI Systems

arXiv:2607.29405v1 Announce Type: new Abstract: Agentic AI systems act through multi-step trajectories that combine planning, tool use, memory, interaction, and adaptation. This

REPORT · HOW · ArXiv CS.AIOPEN STORY
27 Apr
Agentic World Modeling: Foundations, Capabilities, Laws, and Beyond

arXiv:2604.22748v1 Announce Type: new Abstract: As AI systems move from generating text to accomplishing goals through sustained interaction, the ability to model environment

REPORT · WHAT · ArXiv CS.AIOPEN STORY
22 Jul
Engineering Trustworthy Agentic AI for Critical Systems

arXiv:2607.18548v1 Announce Type: new Abstract: Agentic artificial intelligence systems, capable of autonomous perception, planning, tool use, and multi-step action, are

REPORT · WHERE · ArXiv CS.AIOPEN STORY
12 May
When Agents Overtrust Environmental Evidence: An Extensible Agentic Framework for Benchmarking Evidence-Grounding Defects in LLM Agents

arXiv:2605.08828v1 Announce Type: new Abstract: Large language model agents increasingly operate through environment-facing scaffolds that expose files, web pages, APIs, and logs.

REPORT · WHEN · ArXiv CS.AIOPEN STORY
28 Sept
Bringing AI to Autonomous Systems -- From Cognition to Collective Intelligence

arXiv:2609.30291v1 Announce Type: new Abstract: The purpose of this article is to highlight the central role of autonomous systems as the ultimate stage in the development of AI,

REPORT · WHAT · ArXiv CS.AIOPEN STORY
9 May
Intentionality is a Design Decision: Measuring Functional Intentionality for Accountable AI Systems

arXiv:2605.05475v1 Announce Type: new Abstract: As AI systems increasingly exhibit autonomous, goal-directed, and long-horizon behavior, users lack a standardized way to detect

REPORT · WHAT · ArXiv CS.AIOPEN STORY
25 Aug
Agentic AI for Safety-critical Multi-drone Systems: Challenges and Opportunities

arXiv:2608.21444v1 Announce Type: new Abstract: Multi-drone systems are increasingly positioned for safety-critical missions such as search and rescue (SAR) and critical

REPORT · WHAT · ArXiv CS.AIOPEN STORY
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